From 367a00b62d837707ff38244d5afeded825a24958 Mon Sep 17 00:00:00 2001
From: Aryaman Srivastava <aryamansrivastava2006@gmail.com>
Date: Wed, 6 Oct 2021 08:49:38 +0530
Subject: [PATCH 1/2] Add files via upload

---
 BasicPythonScripts/Text Summarizer/main.py    | 48 +++++++++++++++++++
 BasicPythonScripts/Text Summarizer/readme.md  | 16 +++++++
 .../Text Summarizer/requirements.txt          |  1 +
 3 files changed, 65 insertions(+)
 create mode 100644 BasicPythonScripts/Text Summarizer/main.py
 create mode 100644 BasicPythonScripts/Text Summarizer/readme.md
 create mode 100644 BasicPythonScripts/Text Summarizer/requirements.txt

diff --git a/BasicPythonScripts/Text Summarizer/main.py b/BasicPythonScripts/Text Summarizer/main.py
new file mode 100644
index 000000000..5be8120d7
--- /dev/null
+++ b/BasicPythonScripts/Text Summarizer/main.py	
@@ -0,0 +1,48 @@
+import nltk
+nltk.download('stopwords')
+nltk.download('punkt')
+from nltk.corpus import stopwords
+from nltk.tokenize import word_tokenize, sent_tokenize
+
+print("Enter Text")
+text = input()
+stopWords = set(stopwords.words("english"))
+words = word_tokenize(text)
+
+freqTable = dict()
+for word in words:
+    word = word.lower()
+    if word in stopWords:
+        continue
+    if word in freqTable:
+        freqTable[word] += 1
+    else:
+        freqTable[word] = 1
+sentences = sent_tokenize(text)
+sentenceValue = dict()
+
+for sentence in sentences:
+    for word, freq in freqTable.items():
+        if word in sentence.lower():
+            if sentence in sentenceValue:
+                sentenceValue[sentence] += freq
+            else:
+                sentenceValue[sentence] = freq
+
+
+sumValues = 0
+for sentence in sentenceValue:
+    sumValues += sentenceValue[sentence]
+
+
+average = int(sumValues / len(sentenceValue))
+
+summary = ''
+for sentence in sentences:
+    if (sentence in sentenceValue) and (sentenceValue[sentence] > (1.2 * average)):
+        summary += " " + sentence
+print(summary)
+
+
+
+
diff --git a/BasicPythonScripts/Text Summarizer/readme.md b/BasicPythonScripts/Text Summarizer/readme.md
new file mode 100644
index 000000000..19ad3d9fb
--- /dev/null
+++ b/BasicPythonScripts/Text Summarizer/readme.md	
@@ -0,0 +1,16 @@
+# TEXT SUMMARIZER
+
+Text Summarizer is a basic console based summarizer which takes user input for text and gives the output
+
+
+
+# Screenshots
+
+### CODE SCREENSHOT
+![Code Screenshot](https://media.discordapp.net/attachments/829696850700402740/895145748528762950/unknown.png)
+
+<BR>
+
+
+### OUTPUT SCREENSHOT
+![App Screenshot](https://media.discordapp.net/attachments/829696850700402740/895143956655001620/unknown.png)
\ No newline at end of file
diff --git a/BasicPythonScripts/Text Summarizer/requirements.txt b/BasicPythonScripts/Text Summarizer/requirements.txt
new file mode 100644
index 000000000..6fa2de444
--- /dev/null
+++ b/BasicPythonScripts/Text Summarizer/requirements.txt	
@@ -0,0 +1 @@
+nltk
\ No newline at end of file

From 14a04cfcfc175a6c0f1e7277533f89fc98d8c48c Mon Sep 17 00:00:00 2001
From: Aryaman Srivastava <aryamansrivastava2006@gmail.com>
Date: Wed, 6 Oct 2021 08:50:28 +0530
Subject: [PATCH 2/2] Rename main.py to summarizer.py

---
 BasicPythonScripts/Text Summarizer/{main.py => summarizer.py} | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename BasicPythonScripts/Text Summarizer/{main.py => summarizer.py} (100%)

diff --git a/BasicPythonScripts/Text Summarizer/main.py b/BasicPythonScripts/Text Summarizer/summarizer.py
similarity index 100%
rename from BasicPythonScripts/Text Summarizer/main.py
rename to BasicPythonScripts/Text Summarizer/summarizer.py